ClickHouse/tests/integration/test_mysql_protocol/test.py

358 lines
16 KiB
Python
Raw Normal View History

2019-04-02 22:21:44 +00:00
# coding: utf-8
2019-04-07 10:29:30 +00:00
import docker
import datetime
import math
import os
2019-04-02 22:21:44 +00:00
import pytest
2019-04-07 10:29:30 +00:00
import subprocess
import time
2019-04-02 22:21:44 +00:00
import pymysql.connections
from docker.models.containers import Container
from helpers.cluster import ClickHouseCluster
SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
2019-04-29 06:05:30 +00:00
config_dir = os.path.join(SCRIPT_DIR, './configs')
cluster = ClickHouseCluster(__file__)
node = cluster.add_instance('node', config_dir=config_dir, env_variables={'UBSAN_OPTIONS': 'print_stacktrace=1'})
2019-04-02 22:21:44 +00:00
server_port = 9001
@pytest.fixture(scope="module")
2019-04-07 10:29:30 +00:00
def server_address():
2019-04-02 22:21:44 +00:00
cluster.start()
try:
2019-04-07 10:29:30 +00:00
yield cluster.get_instance_ip('node')
2019-04-02 22:21:44 +00:00
finally:
cluster.shutdown()
@pytest.fixture(scope='module')
2019-04-07 10:29:30 +00:00
def mysql_client():
docker_compose = os.path.join(SCRIPT_DIR, 'clients', 'mysql', 'docker_compose.yml')
subprocess.check_call(['docker-compose', '-p', cluster.project_name, '-f', docker_compose, 'up', '--no-recreate', '-d', '--build'])
yield docker.from_env().containers.get(cluster.project_name + '_mysql1_1')
2019-04-02 22:21:44 +00:00
@pytest.fixture(scope='module')
def mysql_server(mysql_client):
"""Return MySQL container when it is healthy.
:type mysql_client: Container
:rtype: Container
"""
retries = 30
for i in range(retries):
info = mysql_client.client.api.inspect_container(mysql_client.name)
if info['State']['Health']['Status'] == 'healthy':
break
time.sleep(1)
else:
2019-12-06 01:42:12 +00:00
raise Exception('Mysql server has not started in %d seconds.' % retries)
return mysql_client
2019-04-02 22:21:44 +00:00
@pytest.fixture(scope='module')
2019-04-07 10:29:30 +00:00
def golang_container():
docker_compose = os.path.join(SCRIPT_DIR, 'clients', 'golang', 'docker_compose.yml')
subprocess.check_call(['docker-compose', '-p', cluster.project_name, '-f', docker_compose, 'up', '--no-recreate', '-d', '--build'])
yield docker.from_env().containers.get(cluster.project_name + '_golang1_1')
2019-04-02 22:21:44 +00:00
2019-07-21 12:09:41 +00:00
@pytest.fixture(scope='module')
def php_container():
docker_compose = os.path.join(SCRIPT_DIR, 'clients', 'php-mysqlnd', 'docker_compose.yml')
subprocess.check_call(['docker-compose', '-p', cluster.project_name, '-f', docker_compose, 'up', '--no-recreate', '-d', '--build'])
yield docker.from_env().containers.get(cluster.project_name + '_php1_1')
@pytest.fixture(scope='module')
def nodejs_container():
docker_compose = os.path.join(SCRIPT_DIR, 'clients', 'mysqljs', 'docker_compose.yml')
subprocess.check_call(['docker-compose', '-p', cluster.project_name, '-f', docker_compose, 'up', '--no-recreate', '-d', '--build'])
yield docker.from_env().containers.get(cluster.project_name + '_mysqljs1_1')
Enhanced compatibility with native mysql-connector-java(JDBC) (#10021) * Skip the `/* comments */ SELECT @@variables ...` from mysql-connector-java setup for MySQL Handler #9336 mysql-connector setup query: /* mysql-connector-java-5.1.38 ( Revision: ${revinfo.commit} ) */SELECT @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_connection, @@character_set_results AS character_set_results, @@character_set_server AS character_set_server, @@init_connect AS init_connect, @@interactive_timeout AS interactive_timeout... ClickHouse side Error: {} <Error> executeQuery: Code: 62, e.displayText() = DB::Exception: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST, NULL... Client side Exception: java.sql.SQLException: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST... * add repalce 'SHOW VARIABLES' for mysql-connector-java-5.1.34 #9336 * Add java client(JDBC) integration test to test_mysql_protocol * shift out java tests from dbms * Update MySQLHandler.cpp * Update MySQLHandler.cpp * test_mysql_protocol: add Test.java exit code 1 when expection Co-authored-by: alexey-milovidov <milovidov@yandex-team.ru>
2020-04-08 21:52:19 +00:00
@pytest.fixture(scope='module')
def java_container():
docker_compose = os.path.join(SCRIPT_DIR, 'clients', 'java', 'docker_compose.yml')
subprocess.check_call(['docker-compose', '-p', cluster.project_name, '-f', docker_compose, 'up', '--no-recreate', '-d', '--build'])
yield docker.from_env().containers.get(cluster.project_name + '_java1_1')
2019-04-07 10:29:30 +00:00
def test_mysql_client(mysql_client, server_address):
2019-04-02 22:21:44 +00:00
# type: (Container, str) -> None
code, (stdout, stderr) = mysql_client.exec_run('''
mysql --protocol tcp -h {host} -P {port} default -u user_with_double_sha1 --password=abacaba
-e "SELECT 1;"
'''.format(host=server_address, port=server_port), demux=True)
assert stdout == '\n'.join(['1', '1', ''])
2019-04-07 10:29:30 +00:00
code, (stdout, stderr) = mysql_client.exec_run('''
mysql --protocol tcp -h {host} -P {port} default -u default --password=123
-e "SELECT 1 as a;"
-e "SELECT 'тест' as b;"
2019-04-02 22:21:44 +00:00
'''.format(host=server_address, port=server_port), demux=True)
assert stdout == '\n'.join(['a', '1', 'b', 'тест', ''])
2019-04-02 22:21:44 +00:00
2019-04-07 10:29:30 +00:00
code, (stdout, stderr) = mysql_client.exec_run('''
mysql --protocol tcp -h {host} -P {port} default -u default --password=abc -e "select 1 as a;"
2019-04-02 22:21:44 +00:00
'''.format(host=server_address, port=server_port), demux=True)
assert stderr == 'mysql: [Warning] Using a password on the command line interface can be insecure.\n' \
2020-02-29 12:57:52 +00:00
'ERROR 516 (00000): default: Authentication failed: password is incorrect or there is no user with such name\n'
2019-04-02 22:21:44 +00:00
2019-04-07 10:29:30 +00:00
code, (stdout, stderr) = mysql_client.exec_run('''
mysql --protocol tcp -h {host} -P {port} default -u default --password=123
2019-04-02 22:21:44 +00:00
-e "use system;"
-e "select count(*) from (select name from tables limit 1);"
-e "use system2;"
'''.format(host=server_address, port=server_port), demux=True)
assert stdout == 'count()\n1\n'
assert stderr == "mysql: [Warning] Using a password on the command line interface can be insecure.\n" \
"ERROR 81 (00000) at line 1: Database system2 doesn't exist\n"
code, (stdout, stderr) = mysql_client.exec_run('''
mysql --protocol tcp -h {host} -P {port} default -u default --password=123
-e "CREATE DATABASE x;"
-e "USE x;"
-e "CREATE TABLE table1 (column UInt32) ENGINE = Memory;"
-e "INSERT INTO table1 VALUES (0), (1), (5);"
-e "INSERT INTO table1 VALUES (0), (1), (5);"
-e "SELECT * FROM table1 ORDER BY column;"
-e "DROP DATABASE x;"
-e "CREATE TEMPORARY TABLE tmp (tmp_column UInt32);"
-e "INSERT INTO tmp VALUES (0), (1);"
-e "SELECT * FROM tmp ORDER BY tmp_column;"
'''.format(host=server_address, port=server_port), demux=True)
assert stdout == '\n'.join(['column', '0', '0', '1', '1', '5', '5', 'tmp_column', '0', '1', ''])
def test_mysql_federated(mysql_server, server_address):
node.query('''DROP DATABASE IF EXISTS mysql_federated''', settings={"password": "123"})
node.query('''CREATE DATABASE mysql_federated''', settings={"password": "123"})
node.query('''CREATE TABLE mysql_federated.test (col UInt32) ENGINE = Log''', settings={"password": "123"})
node.query('''INSERT INTO mysql_federated.test VALUES (0), (1), (5)''', settings={"password": "123"})
code, (_, stderr) = mysql_server.exec_run('''
mysql
-e "DROP SERVER IF EXISTS clickhouse;"
-e "CREATE SERVER clickhouse FOREIGN DATA WRAPPER mysql OPTIONS (USER 'default', PASSWORD '123', HOST '{host}', PORT {port}, DATABASE 'mysql_federated');"
-e "DROP DATABASE IF EXISTS mysql_federated;"
-e "CREATE DATABASE mysql_federated;"
'''.format(host=server_address, port=server_port), demux=True)
assert code == 0
code, (stdout, stderr) = mysql_server.exec_run('''
mysql
-e "CREATE TABLE mysql_federated.test(`col` int UNSIGNED) ENGINE=FEDERATED CONNECTION='clickhouse';"
-e "SELECT * FROM mysql_federated.test ORDER BY col;"
'''.format(host=server_address, port=server_port), demux=True)
assert stdout == '\n'.join(['col', '0', '1', '5', ''])
code, (stdout, stderr) = mysql_server.exec_run('''
mysql
-e "INSERT INTO mysql_federated.test VALUES (0), (1), (5);"
-e "SELECT * FROM mysql_federated.test ORDER BY col;"
'''.format(host=server_address, port=server_port), demux=True)
assert stdout == '\n'.join(['col', '0', '0', '1', '1', '5', '5', ''])
2019-04-02 22:21:44 +00:00
2019-04-07 10:29:30 +00:00
def test_python_client(server_address):
2019-12-01 11:21:43 +00:00
client = pymysql.connections.Connection(host=server_address, user='user_with_double_sha1', password='abacaba', database='default', port=server_port)
with pytest.raises(pymysql.InternalError) as exc_info:
client.query('select name from tables')
assert exc_info.value.args == (60, "Table default.tables doesn't exist.")
cursor = client.cursor(pymysql.cursors.DictCursor)
cursor.execute("select 1 as a, 'тест' as b")
assert cursor.fetchall() == [{'a': 1, 'b': 'тест'}]
2019-04-02 22:21:44 +00:00
with pytest.raises(pymysql.InternalError) as exc_info:
pymysql.connections.Connection(host=server_address, user='default', password='abacab', database='default', port=server_port)
2020-02-29 12:57:52 +00:00
assert exc_info.value.args == (516, 'default: Authentication failed: password is incorrect or there is no user with such name')
2019-04-02 22:21:44 +00:00
client = pymysql.connections.Connection(host=server_address, user='default', password='123', database='default', port=server_port)
with pytest.raises(pymysql.InternalError) as exc_info:
client.query('select name from tables')
assert exc_info.value.args == (60, "Table default.tables doesn't exist.")
cursor = client.cursor(pymysql.cursors.DictCursor)
cursor.execute("select 1 as a, 'тест' as b")
2019-12-01 11:21:43 +00:00
assert cursor.fetchall() == [{'a': 1, 'b': 'тест'}]
2019-04-02 22:21:44 +00:00
client.select_db('system')
with pytest.raises(pymysql.InternalError) as exc_info:
client.select_db('system2')
assert exc_info.value.args == (81, "Database system2 doesn't exist")
2019-04-07 10:29:30 +00:00
cursor = client.cursor(pymysql.cursors.DictCursor)
cursor.execute('CREATE DATABASE x')
client.select_db('x')
cursor.execute("CREATE TABLE table1 (a UInt32) ENGINE = Memory")
cursor.execute("INSERT INTO table1 VALUES (1), (3)")
cursor.execute("INSERT INTO table1 VALUES (1), (4)")
cursor.execute("SELECT * FROM table1 ORDER BY a")
2019-12-01 11:21:43 +00:00
assert cursor.fetchall() == [{'a': 1}, {'a': 1}, {'a': 3}, {'a': 4}]
2019-04-07 10:29:30 +00:00
def test_golang_client(server_address, golang_container):
# type: (str, Container) -> None
2019-12-01 11:21:43 +00:00
with open(os.path.join(SCRIPT_DIR, 'clients', 'golang', '0.reference')) as fp:
reference = fp.read()
2019-04-07 10:29:30 +00:00
code, (stdout, stderr) = golang_container.exec_run('./main --host {host} --port {port} --user default --password 123 --database '
'abc'.format(host=server_address, port=server_port), demux=True)
assert code == 1
assert stderr == "Error 81: Database abc doesn't exist\n"
code, (stdout, stderr) = golang_container.exec_run('./main --host {host} --port {port} --user default --password 123 --database '
'default'.format(host=server_address, port=server_port), demux=True)
assert code == 0
2019-12-01 11:21:43 +00:00
assert stdout == reference
2019-04-07 10:29:30 +00:00
2019-12-01 11:21:43 +00:00
code, (stdout, stderr) = golang_container.exec_run('./main --host {host} --port {port} --user user_with_double_sha1 --password abacaba --database '
'default'.format(host=server_address, port=server_port), demux=True)
assert code == 0
assert stdout == reference
2019-07-21 12:09:41 +00:00
def test_php_client(server_address, php_container):
# type: (str, Container) -> None
code, (stdout, stderr) = php_container.exec_run('php -f test.php {host} {port} default 123'.format(host=server_address, port=server_port), demux=True)
2019-07-21 12:09:41 +00:00
assert code == 0
assert stdout == 'tables\n'
code, (stdout, stderr) = php_container.exec_run('php -f test_ssl.php {host} {port} default 123'.format(host=server_address, port=server_port), demux=True)
assert code == 0
assert stdout == 'tables\n'
2019-12-01 11:21:43 +00:00
code, (stdout, stderr) = php_container.exec_run('php -f test.php {host} {port} user_with_double_sha1 abacaba'.format(host=server_address, port=server_port), demux=True)
assert code == 0
assert stdout == 'tables\n'
code, (stdout, stderr) = php_container.exec_run('php -f test_ssl.php {host} {port} user_with_double_sha1 abacaba'.format(host=server_address, port=server_port), demux=True)
assert code == 0
assert stdout == 'tables\n'
def test_mysqljs_client(server_address, nodejs_container):
code, (_, stderr) = nodejs_container.exec_run('node test.js {host} {port} user_with_sha256 abacaba'.format(host=server_address, port=server_port), demux=True)
assert code == 1
assert 'MySQL is requesting the sha256_password authentication method, which is not supported.' in stderr
code, (_, stderr) = nodejs_container.exec_run('node test.js {host} {port} user_with_empty_password ""'.format(host=server_address, port=server_port), demux=True)
assert code == 0
code, (_, _) = nodejs_container.exec_run('node test.js {host} {port} user_with_double_sha1 abacaba'.format(host=server_address, port=server_port), demux=True)
assert code == 0
code, (_, _) = nodejs_container.exec_run('node test.js {host} {port} user_with_empty_password 123'.format(host=server_address, port=server_port), demux=True)
assert code == 1
Enhanced compatibility with native mysql-connector-java(JDBC) (#10021) * Skip the `/* comments */ SELECT @@variables ...` from mysql-connector-java setup for MySQL Handler #9336 mysql-connector setup query: /* mysql-connector-java-5.1.38 ( Revision: ${revinfo.commit} ) */SELECT @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_connection, @@character_set_results AS character_set_results, @@character_set_server AS character_set_server, @@init_connect AS init_connect, @@interactive_timeout AS interactive_timeout... ClickHouse side Error: {} <Error> executeQuery: Code: 62, e.displayText() = DB::Exception: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST, NULL... Client side Exception: java.sql.SQLException: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST... * add repalce 'SHOW VARIABLES' for mysql-connector-java-5.1.34 #9336 * Add java client(JDBC) integration test to test_mysql_protocol * shift out java tests from dbms * Update MySQLHandler.cpp * Update MySQLHandler.cpp * test_mysql_protocol: add Test.java exit code 1 when expection Co-authored-by: alexey-milovidov <milovidov@yandex-team.ru>
2020-04-08 21:52:19 +00:00
def test_java_client(server_address, java_container):
# type: (str, Container) -> None
with open(os.path.join(SCRIPT_DIR, 'clients', 'java', '0.reference')) as fp:
reference = fp.read()
2020-04-09 02:53:40 +00:00
# database not exists exception.
Enhanced compatibility with native mysql-connector-java(JDBC) (#10021) * Skip the `/* comments */ SELECT @@variables ...` from mysql-connector-java setup for MySQL Handler #9336 mysql-connector setup query: /* mysql-connector-java-5.1.38 ( Revision: ${revinfo.commit} ) */SELECT @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_connection, @@character_set_results AS character_set_results, @@character_set_server AS character_set_server, @@init_connect AS init_connect, @@interactive_timeout AS interactive_timeout... ClickHouse side Error: {} <Error> executeQuery: Code: 62, e.displayText() = DB::Exception: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST, NULL... Client side Exception: java.sql.SQLException: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST... * add repalce 'SHOW VARIABLES' for mysql-connector-java-5.1.34 #9336 * Add java client(JDBC) integration test to test_mysql_protocol * shift out java tests from dbms * Update MySQLHandler.cpp * Update MySQLHandler.cpp * test_mysql_protocol: add Test.java exit code 1 when expection Co-authored-by: alexey-milovidov <milovidov@yandex-team.ru>
2020-04-08 21:52:19 +00:00
code, (stdout, stderr) = java_container.exec_run('java JavaConnectorTest --host {host} --port {port} --user user_with_empty_password --database '
'abc'.format(host=server_address, port=server_port), demux=True)
assert code == 1
2020-04-09 02:53:40 +00:00
# empty password passed.
Enhanced compatibility with native mysql-connector-java(JDBC) (#10021) * Skip the `/* comments */ SELECT @@variables ...` from mysql-connector-java setup for MySQL Handler #9336 mysql-connector setup query: /* mysql-connector-java-5.1.38 ( Revision: ${revinfo.commit} ) */SELECT @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_connection, @@character_set_results AS character_set_results, @@character_set_server AS character_set_server, @@init_connect AS init_connect, @@interactive_timeout AS interactive_timeout... ClickHouse side Error: {} <Error> executeQuery: Code: 62, e.displayText() = DB::Exception: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST, NULL... Client side Exception: java.sql.SQLException: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST... * add repalce 'SHOW VARIABLES' for mysql-connector-java-5.1.34 #9336 * Add java client(JDBC) integration test to test_mysql_protocol * shift out java tests from dbms * Update MySQLHandler.cpp * Update MySQLHandler.cpp * test_mysql_protocol: add Test.java exit code 1 when expection Co-authored-by: alexey-milovidov <milovidov@yandex-team.ru>
2020-04-08 21:52:19 +00:00
code, (stdout, stderr) = java_container.exec_run('java JavaConnectorTest --host {host} --port {port} --user user_with_empty_password --database '
'default'.format(host=server_address, port=server_port), demux=True)
assert code == 0
assert stdout == reference
2020-04-09 02:53:40 +00:00
# non-empty password passed.
code, (stdout, stderr) = java_container.exec_run('java JavaConnectorTest --host {host} --port {port} --user default --password 123 --database '
'default'.format(host=server_address, port=server_port), demux=True)
assert code == 0
assert stdout == reference
# double-sha1 password passed.
code, (stdout, stderr) = java_container.exec_run('java JavaConnectorTest --host {host} --port {port} --user user_with_double_sha1 --password abacaba --database '
'default'.format(host=server_address, port=server_port), demux=True)
assert code == 0
assert stdout == reference
Enhanced compatibility with native mysql-connector-java(JDBC) (#10021) * Skip the `/* comments */ SELECT @@variables ...` from mysql-connector-java setup for MySQL Handler #9336 mysql-connector setup query: /* mysql-connector-java-5.1.38 ( Revision: ${revinfo.commit} ) */SELECT @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_connection, @@character_set_results AS character_set_results, @@character_set_server AS character_set_server, @@init_connect AS init_connect, @@interactive_timeout AS interactive_timeout... ClickHouse side Error: {} <Error> executeQuery: Code: 62, e.displayText() = DB::Exception: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST, NULL... Client side Exception: java.sql.SQLException: Syntax error: failed at position 74: @@session.auto_increment_increment AS auto_increment_increment, @@character_set_client AS character_set_client, @@character_set_connection AS character_set_conn. Expected one of: CAST... * add repalce 'SHOW VARIABLES' for mysql-connector-java-5.1.34 #9336 * Add java client(JDBC) integration test to test_mysql_protocol * shift out java tests from dbms * Update MySQLHandler.cpp * Update MySQLHandler.cpp * test_mysql_protocol: add Test.java exit code 1 when expection Co-authored-by: alexey-milovidov <milovidov@yandex-team.ru>
2020-04-08 21:52:19 +00:00
def test_types(server_address):
client = pymysql.connections.Connection(host=server_address, user='default', password='123', database='default', port=server_port)
cursor = client.cursor(pymysql.cursors.DictCursor)
cursor.execute(
"select "
"toInt8(-pow(2, 7)) as Int8_column, "
"toUInt8(pow(2, 8) - 1) as UInt8_column, "
"toInt16(-pow(2, 15)) as Int16_column, "
"toUInt16(pow(2, 16) - 1) as UInt16_column, "
"toInt32(-pow(2, 31)) as Int32_column, "
"toUInt32(pow(2, 32) - 1) as UInt32_column, "
"toInt64('-9223372036854775808') as Int64_column, " # -2^63
"toUInt64('18446744073709551615') as UInt64_column, " # 2^64 - 1
"'тест' as String_column, "
"toFixedString('тест', 8) as FixedString_column, "
"toFloat32(1.5) as Float32_column, "
"toFloat64(1.5) as Float64_column, "
"toFloat32(NaN) as Float32_NaN_column, "
"-Inf as Float64_Inf_column, "
"toDate('2019-12-08') as Date_column, "
"toDate('1970-01-01') as Date_min_column, "
"toDate('1970-01-02') as Date_after_min_column, "
"toDateTime('2019-12-08 08:24:03') as DateTime_column"
)
result = cursor.fetchall()[0]
expected = [
('Int8_column', -2 ** 7),
('UInt8_column', 2 ** 8 - 1),
('Int16_column', -2 ** 15),
('UInt16_column', 2 ** 16 - 1),
('Int32_column', -2 ** 31),
('UInt32_column', 2 ** 32 - 1),
('Int64_column', -2 ** 63),
('UInt64_column', 2 ** 64 - 1),
('String_column', 'тест'),
('FixedString_column', 'тест'),
('Float32_column', 1.5),
('Float64_column', 1.5),
('Float32_NaN_column', float('nan')),
('Float64_Inf_column', float('-inf')),
('Date_column', datetime.date(2019, 12, 8)),
('Date_min_column', '0000-00-00'),
('Date_after_min_column', datetime.date(1970, 1, 2)),
('DateTime_column', datetime.datetime(2019, 12, 8, 8, 24, 3)),
]
for key, value in expected:
if isinstance(value, float) and math.isnan(value):
assert math.isnan(result[key])
else:
assert result[key] == value